v0.5.0
v0.5.0 Oct. 29, 2019
Enhancements
- Added basic one hot encoding #73
- Use enums for model_type #110
- Support for splitting regression datasets #112
- Auto-infer multiclass classification #99
- Added support for other units in max_time #125
- Detect highly null columns guardrail #121
- Added additional regression objectives #100
Fixes
- Reordered
describe_pipeline
to make main objective first column #94 - Added type check for model_type #109
- Fixed
s
units when setting string max_time #132 - Fix objectives not appearing in API documentation #150
Changes
- Reorganized tests #93
- Moved logging to its own module #119
- Show progress bar history #111
- Using cloudpickle instead of pickle to allow unloading of custom objectives #113
- Removed render.py #154
Documentation Changes
Testing Changes